CAP5415 - Object Detection: Sliding Window and Image Pyramids - Lecture 13

CAP5415 - Object Detection: Sliding Window and Image Pyramids - Lecture 13

UCF CRCV via YouTube Direct link

Naive approach: Template Matching

9 of 17

9 of 17

Naive approach: Template Matching

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CAP5415 - Object Detection: Sliding Window and Image Pyramids - Lecture 13

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  1. 1 Programming assignment 3
  2. 2 Agenda
  3. 3 Object Recognition
  4. 4 Object localization
  5. 5 Human Detection
  6. 6 Object detection
  7. 7 Why detection?
  8. 8 Sliding window
  9. 9 Naive approach: Template Matching
  10. 10 Scale-space pyramid
  11. 11 Gaussian pre-filtering
  12. 12 Image pyramid
  13. 13 Gaussian pyramid construction
  14. 14 Challenges
  15. 15 Non-maximum suppression
  16. 16 Non-maxima suppression (NMS)
  17. 17 Evaluation

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